





from ..models.whisper import WhisperForConditionalGeneration, WhisperProcessor
from .base import PipelineTool

class 		__a				(						snake_case__   ):
       __snake_case    : List[Any]   =		'''openai/whisper-base'''
       __snake_case    : Optional[int]   =		(
           '''This is a tool that transcribes an audio into text. It takes an input named `audio` and returns the '''
           '''transcribed text.'''
       )
       __snake_case    : int   =		'''transcriber'''
       __snake_case    : str   =		WhisperProcessor
       __snake_case    : List[str]   =		WhisperForConditionalGeneration

       __snake_case    : Any   =		['''audio''']
       __snake_case    : str   =		['''text''']



       def 			A				(  self						: List[str]       ,      UpperCAmelCase						: str      ):
           return self.pre_processor(_UpperCAmelCase       ,      return_tensors="""pt"""      ).input_features



       def 			A				(  self						: Tuple       ,      UpperCAmelCase						: Optional[int]      ):
           return self.model.generate(inputs=_UpperCAmelCase      )



       def 			A				(  self						: Optional[Any]       ,      UpperCAmelCase						: Union[str, Any]      ):
           return self.pre_processor.batch_decode(_UpperCAmelCase       ,      skip_special_tokens=_UpperCAmelCase      )[0]







'''simple docstring'''

import os

SCREAMING_SNAKE_CASE__     :						Optional[Any]	=  {'''I''': 1, '''V''': 5, '''X''': 1_0, '''L''': 5_0, '''C''': 1_0_0, '''D''': 5_0_0, '''M''': 1_0_0_0}






def 				a  (     UpperCamelCase_    :    str			)       ->	int:
		snake_case__	     =0

		snake_case__	     =0
		while index < len(UpperCamelCase_			) - 1:
				snake_case__	     =SYMBOLS[numerals[index]]
				snake_case__	     =SYMBOLS[numerals[index + 1]]
				if current_value < next_value:
						total_value -= current_value
				else:
						total_value += current_value
				index += 1
		total_value += SYMBOLS[numerals[index]]

		return total_value






def 				a  (     UpperCamelCase_    :    int			)       ->	str:
		snake_case__	     =''

		snake_case__	     =num // 1000
		numerals += m_count * "M"
		num %= 1000

		snake_case__	     =num // 100
		if c_count == 9:
				numerals += "CM"
				c_count -= 9
		elif c_count == 4:
				numerals += "CD"
				c_count -= 4
		if c_count >= 5:
				numerals += "D"
				c_count -= 5
		numerals += c_count * "C"
		num %= 100

		snake_case__	     =num // 10
		if x_count == 9:
				numerals += "XC"
				x_count -= 9
		elif x_count == 4:
				numerals += "XL"
				x_count -= 4
		if x_count >= 5:
				numerals += "L"
				x_count -= 5
		numerals += x_count * "X"
		num %= 10

		if num == 9:
				numerals += "IX"
				num -= 9
		elif num == 4:
				numerals += "IV"
				num -= 4
		if num >= 5:
				numerals += "V"
				num -= 5
		numerals += num * "I"

		return numerals






def 				a  (     UpperCamelCase_    :    str = "/p089_roman.txt"			)       ->	int:
		snake_case__	     =0

		with open(os.path.dirname(UpperCamelCase_			) + roman_numerals_filename			) as filea:
				snake_case__	     =filea.readlines()

		for line in lines:
				snake_case__	     =line.strip()
				snake_case__	     =parse_roman_numerals(UpperCamelCase_			)
				snake_case__	     =generate_roman_numerals(UpperCamelCase_			)
				savings += len(UpperCamelCase_			) - len(UpperCamelCase_			)

		return savings


if __name__ == "__main__":
			print(f"""{solution() = }""")




